{ "cells": [ { "cell_type": "code", "execution_count": null, "metadata": { "colab": {}, "colab_type": "code", "id": "7CD6xDJ4kFuF" }, "outputs": [], "source": [ "import pandas as pd" ] }, { "cell_type": "code", "execution_count": null, "metadata": { "colab": {}, "colab_type": "code", "id": "hoX4rAJSkQkB" }, "outputs": [], "source": [ "file_url = '../bank-full.csv'" ] }, { "cell_type": "code", "execution_count": null, "metadata": { "colab": { "base_uri": "https://localhost:8080/", "height": 204 }, "colab_type": "code", "executionInfo": { "elapsed": 4255, "status": "ok", "timestamp": 1572996656060, "user": { "displayName": "Anthony So", "photoUrl": "https://lh3.googleusercontent.com/a-/AAuE7mCYY-iGjUIqBSnlLoszfZTN7rU7FRNg05Rdt9Ii3A=s64", "userId": "11809607246124237079" }, "user_tz": -660 }, "id": "Qmb16Sd2kZHW", "outputId": "c8693d09-89e2-44c0-b4f1-50474321a05f" }, "outputs": [], "source": [ "# Loading the data using pandas\n", "bankData = pd.read_csv(file_url, sep=\";\")\n", "bankData.head()" ] }, { "cell_type": "code", "execution_count": null, "metadata": { "colab": { "base_uri": "https://localhost:8080/", "height": 34 }, "colab_type": "code", "executionInfo": { "elapsed": 4249, "status": "ok", "timestamp": 1572996656061, "user": { "displayName": "Anthony So", "photoUrl": "https://lh3.googleusercontent.com/a-/AAuE7mCYY-iGjUIqBSnlLoszfZTN7rU7FRNg05Rdt9Ii3A=s64", "userId": "11809607246124237079" }, "user_tz": -660 }, "id": "g_NKbtDNlBXx", "outputId": "74687944-da06-4198-f043-14ee00b8a611" }, "outputs": [], "source": [ "# Printing the shape of the data \n", "print(bankData.shape)" ] }, { "cell_type": "code", "execution_count": null, "metadata": { "colab": { "base_uri": "https://localhost:8080/", "height": 297 }, "colab_type": "code", "executionInfo": { "elapsed": 4240, "status": "ok", "timestamp": 1572996656062, "user": { "displayName": "Anthony So", "photoUrl": "https://lh3.googleusercontent.com/a-/AAuE7mCYY-iGjUIqBSnlLoszfZTN7rU7FRNg05Rdt9Ii3A=s64", "userId": "11809607246124237079" }, "user_tz": -660 }, "id": "oFkJiAxElUtL", "outputId": "0950072e-5c7d-408e-a9ca-0c0dd8cda4aa" }, "outputs": [], "source": [ "# Summarizing the statistics of the numerical raw data\n", "bankData.describe()" ] } ], "metadata": { "colab": { "collapsed_sections": [], "name": "Exercise3.01_updated.ipynb", "provenance": [] }, "kernelspec": { "display_name": "Python 3", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.8.6" } }, "nbformat": 4, "nbformat_minor": 1 }